SlideShare a Scribd company logo
1 of 5
Download to read offline
International Journal of Engineering and Technical Research (IJETR)
ISSN: 2321-0869 (O) 2454-4698 (P), Volume-5, Issue-4, August 2016
56 www.erpublication.org

Abstract— Earlier Orthogonal frequency-division
multiplexing (OFDM) method had various disadvantages like
sensitivity to Doppler shift and frequency synchronization
problems. It had high peak to average power ratio (PAPR) and
low power efficiency and required linear transmitter circuitry.
The OFDM reduces inter Symbol interference (ISI) caused by
the delay spread of wireless channels. Therefore, it is used in
many wireless systems and is adopted by various standards.
OFDM is similar to traditional frequency-division multiplexing
(FDM) but differ in modulation and demodulation methods. The
main function is to minimize the interference or crosstalk among
the channels and symbols consisting of data streams. SCFDMA
is more advanced than OFDM. The SCFDMA system using PN
sequence the proposed part provides much better results than
the traditional OFDM. Along with this, the equalizer like
MMSE, zero forcing etc. can also be used. The PN sequences
helped in reducing the BER and also promised reliable
transmission. The equalizer is used for minimizing the error in
the signal obtained at the output. By using the equalizer and the
PN sequence, the results obtained are more efficient than the
traditional method.
Index Terms— CP, OFDM, PAPR, SCFDMA.
I. INTRODUCTION
OFDM is descriptor for orthogonal frequency division
multiplexing method used to encode the data on multiple
carrier frequencies. It is an effective technique used in many
communication systems such as audio broadcasting, DSL,
wireless networks etc. OFDM follows frequency division
multiplication method which means that data travels in the
form of multiple sub carriers on parallel channels [2]. These
sub carrier signals are modulated using existing modulation
schemes such as QAM and PSK i.e. Quadrature amplitude
modulation and Phase shift keying respectively. But
conventional modulation schemes used generate low symbol
rate in the same bandwidth. SCFDMA is an alternative here.
SCFDMA is abbreviated as single carrier frequency division
multiple access scheme. It follows the same concept as used
by the multiple access schemes like OFDM, TDMA and
FDMA in which multiple users assigned with shared
communication resource. SCFDM is same as that of OFDM
scheme except an additional step called DFT processing step
[1]. SCFDM is preferred over OFDM in the uplink
communication because it produces low PAPR value which
tends to improve power efficiency and also reduces the cost of
the power amplifier. As Single Carrier Frequency Division
Mandeep Bhardwaj, Electronics and Communication Engineering
Department, Sri Sukhmani Institute of Engineering and Technology,
Derabassi, India, +919896491977.
Sarbjeet Singh, Electronics and Communication Engineering
Department, Sri Sukhmani Institute of Engineering and Technology,
Derabassi, India, +919780939009.
Multiple Access transmits the data serially, therefore it
provides low PAPR value as compared to the OFDM system.
Its frequency offset is also less sensitive as compared to the
traditional modulation technique. SCFDMA is more robust
with respect to frequency selective fading. SCFDMA works
same as that of OFDM but has an additional step of DFT
mapper. In the SCFDMA, data mapper converts the data bits
into modulation symbols. These symbols are converted into a
block consisting of N symbols. These N symbols are
converted into the frequency domain because N-point is used
in time domain. Then the frequency mapped samples are
converted into subsets of M subcarriers. M should be greater
than N. SCFDMA has some useful properties which make
them popular such as:
• Provides less PAPR value
• Low sensitivity to carrier frequency offset
• It allows the use of low-cost power amplifiers
•
Transmitter and receiver structure of SC-FDMA:
After representation of SCFDMA, there is N point DFT at the
transmitter side and N point IDFT at the receiver side. DFT
produce frequency domain symbols that will spread over the
bandwidth. On the other side, IDFT produce time domain
channel symbols.
In this paper, SCFDMA using PN sequence technique is
proposed. Section II discusses the type of fading channels. In
section III, some existing works related to proposed approach
are discussed. Section IV deals with the methodology used to
implement the desired work. Section V and Section VI
discusses the problem formulation and proposed work
respectively. Results are shown in section VII in which the
traditional technique i.e. TFT-OFDM results are compared
with proposed technique results and paper is concluded in
section VIII.
II. FADING CHANNELS
Fading is a problem that affects the signal while travelling
over the channel. It can vary depending upon many factors
such as time, radio frequency or geographical position. A
fading channel is a type of communication channel that is
generally affected by fading. Fading can be caused by
multiple factors such as multipath propagation which causes
multipath induced fading. In the same way, shadowing may
lead to shadow fading. While travelling through media, a
signal may follow multiple paths created by reflectors present
in the environment which causes the transmitted signal to
traverse [5]. Consequently, receiver can see each signal
traversing a different path.
Performance Analysis of SCFDMA with PN
Sequence using different modulation techniques
Mandeep Bhardwaj, Sarbjeet Singh
Performance Analysis of SCFDMA with PN Sequence using different modulation techniques
57 www.erpublication.org
Figure 1 shows the basic block diagram of SCFDMA
In underwater acoustic communication, disturbances
occurring due to water movement may lead to distortion
which can be modeled using channel.
Depending on how rapidly the transmitted signal changes as
compared to change of the channel, Fading can been divided
into two types named as slow fading and fast fading.
Slow fading
In a slow fading channel, the channel variation rate is much
slower than the rate of change of transmitted signal. The rate
of change of channel may be assumed to be static over one or
more timing intervals. In frequency domain, this specifies that
Doppler spread of channel is much less than bandwidth of
transmitted signal in the frequency domain. This type of
fading occurs due to shadowing in which large building or hill
can destroy the path between the transmitter and receiver.
Fast fading
Fast fading deals with rate of change of channel due to
motion. In fast fading channel, rate of change of channel is
faster than rate of change of transmitted signal.
Selective Fading
It occurs due to the fact that radio signal gets partially
cancelled by itself. It is also referred as frequency selective
fading. It happens in early evening or early morning because
at that time environment conditions changes and various
layers in the ionosphere may get separated or combined which
causes fading to occur.
Selective fading is a type of fading which constantly changes
due to the cyclic disturbance sweeping through the received
audio. Thus as a result, carrier frequency of the signal will
vary leading to change in the amplitude. The coherence
bandwidth measures separation in frequency; thus two signals
will experience uncorrelated fading.
Fading Models
There are different fading models available and different in
terms of delay, gain and phase shift [5]. Some of them are:
 Nakagami fading
 Log normal shadow fading
 Rayleigh fading
 Rician fading
 Weibull fading
III. RELATED WORK
Kumar Naresh et al. This paper presents uplink and downlink
communication with the help of OFDMA and SCFDMA.
LTE i.e. Long term evolution adopted SCDFMA and used for
uplink communication. SCFDMA is also known as Discrete
Fourier Transform spread OFDM. This paper has proposed a
new technique named as Wavelet based SCFDMA to analyze
Bit error rate performance. Evaluation is performed on
several wavelets under different modulation schemes with
AWGN channel. Thus results shows that by using wavelet
transform BER is reduced and performance is better as
compared to existing approach used in SCFDMA.
Rahul Ohlan et al. This paper presents a recent trend in the
field of LTE systems which is based on the OFDM with cyclic
prefix and SCFDMA.OFDM basically used for downlink
communication whereas SCFDMA is used for uplink
communication. SCFDMA provides lower PAPR as
compared to OFDM. This paper presents some historical
techniques that had been used and also discusses survey
results.
Anurag Pandey et al. paper mainly focuses on the OFDM
system used in wireless communication due to its better data
rate and low bandwidth. Simulation has been performed to
show the results of signals over different faded channels and
to obtain optimum Bit Error Rate. This paper focuses on the
performance of the OFDM system on the basis of different
modulation schemes and Rayleigh fading channels.
Mukesh Kumar Mishra et al. This paper presents
Nakagami-m fading channels effect on OFDM system and
effected value of BER through the characteristics of function
based approach of this fading channel. BER value is
expressed in terms of confluent hyper geometric functions
known as higher transcendental function. As a result, paper
concludes that BER performance may degrade depending on
the number of channel taps as well as on the increasing value
of Nakagami-m fading parameters.
SCFDMA TransmitterData
source
N point
DFT
Channel +
Noise
Serial to
parallel
converter
Remove
cyclic
prefix
Subcarrie
r mapping
M-point
IDFT
Serial to
parallel
converter
Parallel to
serial
converter
N point
IDFT
M point
DFT then
Subcarrie
r mapping
Data
received
SCFDMA Receiver
Parallel to
serial
converter
International Journal of Engineering and Technical Research (IJETR)
ISSN: 2321-0869 (O) 2454-4698 (P), Volume-5, Issue-4, August 2016
58 www.erpublication.org
IV. METHODOLOGY
As problems are discussed in previous section a new approach
is proposed for work in which the methodology is divided into
two parts. One is from transmitter side and other is from
receiver side.
Transmitter Side:
1. Initially a number of data sets will be generated.
2. SNR value of the signal is to be generated in this step.
3. After generating SNR, signal is generated carrying the
information, which is to be transmitted for
communication between the transmitter and the
receiver.
4. On that generated signal different types of modulation
techniques are applied and the technique which is
best among them is chosen for the modulation of
signal.
Block diagram
Transmitter Block:
Figure 2 Block diagram of proposed technique at transmitter side
5. After modulation on the signal is performed, FFT
operation is applied on that signal.
6. After applying FFT operation on the signal, next step
is to apply IFFT operation on the received signal.
7. Now, cyclic prefix is added to the received IFFT
Signal, as cyclic prefix is generally used in
conjunction with modulation in order to retain
sinusoid properties in multipath channels.
8. Now, parallel to serial conversion of the signal is
done, so that the multiple data is transmitted at a time
and also the speed is more.
9. After adding the cyclic prefix, a PN –sequence code is
generated, by a PN-sequence code generator.
10. Finally this signal is transmitted from the transmitter.
Receiver Block:
Figure 3 Block diagram of proposed technique at Receiver side
RECEIVER SIDE:
1. On receiver side, generate a channel effect along with
the ratio of noise.
2. Then perform FFT and equalization on the signal.
3. Apply IFFT operation on the signal.
4. Perform demodulation on the signal.
5. Remove cyclic prefix from the received signal.
6. Now compare the transmitted signal with the received
signal and calculate the error in the signal.
V. PROBLEM FORMULATION
Orthogonal frequency-division multiplexing (OFDM)
diminishes the effect of inter-symbol interference (ISI).
Therefore, it is used in many wireless systems and adopted by
various standards. OFDM is much similar to traditional
Define no. of data sets.
Define SNR value
Generate Signal
Perform serial to parallel
conversion and modulation
Apply FFT operation on the
signal
Now, perform IFFT operation
on the signal
Add the cyclic prefix to the
signal.
A P-N sequence code is
generated by the PN sequence
generator.
Parallel to serial conversion of
the signal
Finally transmit the signal.
Channel effect along with noise
Apply FFT on the parallel data along with
equalization
Demodulation of signal and
remove cyclic prefix
Calculate BER
Apply IFFT on the signal
Performance Analysis of SCFDMA with PN Sequence using different modulation techniques
59 www.erpublication.org
frequency-division multiplexing (FDM) in many ways. They
can only be differentiated on the basis of modulation and
demodulation methods. The main function is to minimize the
interference or crosstalk among the channels and symbols
consisting of data streams. Less significance is placed on
perfecting the channels. Still some of the problems exist, like
High peak to average power ratio having amplitude variations
which resembles noise like appearance. Also OFDM has low
RF amplifier efficiency. The basic reason is that it
accommodates the large amplitude variations. These factors
leads amplifier to operate with a low efficiency level and its
sensitivity to carrier offset and drift also increases. Single
carrier systems are less sensitive as compared OFDM.
VI. PROPOSED SYSTEM
The traditional OFDM technique suffers from various
problems such as frequency synchronization. It is highly
sensitive to Doppler shift. Also it has high peak to average
power ratio (PAPR), requiring linear transmitter circuitry,
which leads to low power efficiency. Further, there is loss of
efficiency caused by cyclic/guard interval. To overcome these
limitations, it was advised to use various coding algorithms
like PN sequence codes which improves efficiency or other
multiple access technique.
By introducing the PN sequence code with the OFDM system
the modified part gives much better results than the traditional
OFDM. Along with this the equalizer like MMSE, zero
forcing etc. can also be used. The PN sequences helped
reducing the BER and also promised reliable transmission.
The equalizer are used for the minimizing the error in the
signal that is obtained at the output. By using the equalizer
and the PN sequence the results obtained are more efficient
than the traditional method.
Objectives:
 To replace the traditional OFDM technique in reduction
of BER
 To Introduce the encoding approach in proposed
communication system to enhance the performance of the
system
 To introduce the PN sequence and equalizer to improve
the performance of the OFDM system.
 Calculation of performance parameters of proposed work
and analysis
 Design and develop the work in the software name
MATLAB
VII. SIMULATION AND RESULTS
To implement SCFDMA, we used information stream of 4096
bits having block size of 512 bits. The cyclic prefix of length
52 for each subcarrier is used. The n-point FFT and IFFT is
used at the transmitter and receiver where n denotes the size of
block. The PN sequence generator generates 8-bit random
sequence. The signal is processed using generated PN
sequence and different modulation techniques such as BPSK,
QPSK and QAM-16. The modulated 4512 bit data stream is
transmitted serially to implement SCFDMA. The value of
m-factor for nakagami-m channel is 0.5 and omega equal to 2
is used. For simulation, 16 randomly selected values are
picked and shown on the graph.
Figure 4 Figure 5
Figure 6
Figure 4, 5, 6 shows the graph which represents the Power
Spectral Density Ratio of BPSK, QPSK and QAM-16.
Figure 7 Figure 8
Figure 9 Figure 10
Figure 7, 8, 9, 10 represent the graph of BER i.e. Bit Error
Rate of STBC-TFT-OFDM, BER of SC-FDMA with
BPSK,QPSK and QAM modulation techniques respectively.
Figure 11 Figure 12
Figure 11 shows the graph which compares the PSNR of
SC-FDMA signal w.r.t various modulation techniques like
QAM, QPSK, and BPSK. The graph shows that the PSNR
International Journal of Engineering and Technical Research (IJETR)
ISSN: 2321-0869 (O) 2454-4698 (P), Volume-5, Issue-4, August 2016
60 www.erpublication.org
value of SCFDMA (QAM) is efficient as compare to other
modulation techniques. Figure 12 shows the comparison of
BER of traditional OFDM with proposed SCFDMA system.
Graph shows that the proposed system provides better BER
results as compared to the existing system. Further, QAM
qualifies as the best modulation technique among others.
VIII. CONCLUSION AND FUTURE SCOPE
From results it is concluded that proposed method is best and
efficient than the traditional method. There are a large number
of techniques available in order to apply modulation on
SC-FDMA signals. It is observed that the QAM 16 is the best
approach to reduce the BER of the signal as compare to other
modulation techniques.
As a future scope further enhancement can be done in this
method by using trending technique for transmission of
signal. Along with the SCFDMA technique, there can also be
other techniques that can be used to produce quality retain
signal at the receiving end. Furthermore, techniques can be
developed that may simple in manipulation than the proposed
technique.
ACKNOWLEDGMENT
I would like to thank Mr. Sarbjeet Singh, who had been
guiding throughout to complete the work successfully on
“Performance Analysis of SCFDMA with PN Sequence using
different modulation techniques".
REFERENCES
[1] Cristina Ciochina and Hikmet Sari, “A Review of OFDMA and
Single-Carrier FDMA and Some Recent Results”, Advances in
Electronics and Telecommunication, Vol. 1, No. 1, April,2010, pp.
35-40.
[2] Manjushree Bhardwaj, Arun Gangwar, and Devendra Soni, “A Review
on OFDM: Concept, Scope & its Applications”, IOSR Journal of
Mechanical and Civil Engineering(IOSRJMCE), Vol. 1, Issue 1,
May-June 2012, pp. 7-11
[3] K.Vidhya, K.R.Shankarkumar, “BER Performance of MIMO-OFDM
System using STTC”, International Journal of Scientific and Research
Publications, Vol 3, Issue 2, Feb 2013.
[4] Sumit Kumar Gupta, Ankur Shukla, Anand Singh, “Performance of
OFDMA Based System on Varying Channel Length for Different
Modulation Technique”, International Journal of Advanced Research
in Computer Science and Software Engineering, Vol 2, Issue 11, Nov
2012, pp. 238-243.
[5] Pravin J Chaudhari, Krishna Kant Nayak and Manish Saxena, “BER
Performance in MIMO OFDM System for Rayleigh Fading Channel”,
International Journal of Electrical, Electronics and Computer
Engineering 2(2), Dec 2013, pp. 155-159.
[6] Mohammed Melood, Mahamod Ismail, RosdiadeeNordin “PAPR
Performance Comparison between Localized and Distributed-Based
SC-FDMA Techniques”, Association of Computer Electronics and
Electrical Engineers, 2013, pp. 24-32.
[7] Shruti Trivedi, Mohd. Sarwar Raeen, Shalendra Singh pawar, “BER
Analysis of MIMO-OFDM System using BPSK Modulation Scheme”,
International Journal of Advanced Computer Research, Vol 2, No. 3,
Issue 5, Sep 2012, pp. 208-214.
[8] Nisha Achra, Garima Mathur, Prof. R.P. Yadav, “Performance
Analysis of MIMO OFDM System for Different Modulation Schemes
under Various Fading Channels”, International Journal of Advanced
Research in Computer and Communication Engineering, Vol. 2, Issue
5, 2098-2103, May 2013.
[9] Dr. Amandeep Singh Sappal, aand Parneet Kaur, “BER Performance
Of OFDM System With 16-QAM And Varying Length Of Guard
Interval”, International Journal of Electronics and Electrical
Engineering, Vol. 2, Issue 3, March 2012.
[10] Gunjan Manik, Alka Kalra, Sanjeev Kalra, “Performance Analysis of
STBC-OFDM System under Multipath Fading Channel”, International
Journal of soft Computing and Engineering, Vol. 1, Issue 6, January
2012, pp. 87-90.
[11] Mukesh Tiwari, Jaikaran Singh, sanjay Rathod, Maulik P. Modi,
“Effect of Channel Fading (Rayleigh) in OFDM-STBC Technique”,
International Journal of Advanced Research in Computer Science and
Software Engineering, Vol. 2, Issue 8, August 2012, pp. 356-361.
[12] Muhammad Mokhlesur Rahman, Shalima Binta Manir, “Performance
Analysis of Sc-FDMA and OFDMA in LTE Frame Structure”,
International Journal of Computer Application, Vol. 45, Issue 23, May
2012, pp. 31-38.
[13] Jyoti R. Gangane, Mari Carmen Aguayo-Torres, Juan J. Sanchez
Sanchez, “Maximal Ratio Combining SC-FDMA Performance over
Correlated Ricean Channels”, International Conference on Wireless
and Mobile Communication, Vol. 2, No. 11, November 2012, pp.
428-432.
Mandeep Bhardwaj Bachelor of Engineering in Electronics and
Communication, M.Tech Scholar at Sri Sukhmani Institute of Engineering
and Technology, Derabassi, Punjab, India.
Sarbjeet Singh Masters of Technology in Electronics and
Communication, Assistant Professor, Sri Sukhmani Institute of Engineering
and Technology, Derabassi, Punjab, India.

More Related Content

What's hot

Performance Analysis of A Ds-Cdma System by using Rayleigh and Nakagami-M Fad...
Performance Analysis of A Ds-Cdma System by using Rayleigh and Nakagami-M Fad...Performance Analysis of A Ds-Cdma System by using Rayleigh and Nakagami-M Fad...
Performance Analysis of A Ds-Cdma System by using Rayleigh and Nakagami-M Fad...IRJET Journal
 
International Journal of Engineering and Science Invention (IJESI)
International Journal of Engineering and Science Invention (IJESI)International Journal of Engineering and Science Invention (IJESI)
International Journal of Engineering and Science Invention (IJESI)inventionjournals
 
An Approach to Improve the Quality of Service in OFDMA Relay Networks via Re-...
An Approach to Improve the Quality of Service in OFDMA Relay Networks via Re-...An Approach to Improve the Quality of Service in OFDMA Relay Networks via Re-...
An Approach to Improve the Quality of Service in OFDMA Relay Networks via Re-...iosrjce
 
A Review Paper on: The PAPR Analysis of MIMO-OFDM Systems
A Review Paper on: The PAPR Analysis of MIMO-OFDM SystemsA Review Paper on: The PAPR Analysis of MIMO-OFDM Systems
A Review Paper on: The PAPR Analysis of MIMO-OFDM SystemsIJEEE
 
POWER OPTIMIZATION IN OFDM NETWORKS USING VARIOUS PEAK TO AVERAGE POWER RATIO...
POWER OPTIMIZATION IN OFDM NETWORKS USING VARIOUS PEAK TO AVERAGE POWER RATIO...POWER OPTIMIZATION IN OFDM NETWORKS USING VARIOUS PEAK TO AVERAGE POWER RATIO...
POWER OPTIMIZATION IN OFDM NETWORKS USING VARIOUS PEAK TO AVERAGE POWER RATIO...Associate Professor in VSB Coimbatore
 
Investigation and Analysis of SNR Estimation in OFDM system
Investigation and Analysis of SNR Estimation in OFDM systemInvestigation and Analysis of SNR Estimation in OFDM system
Investigation and Analysis of SNR Estimation in OFDM systemIOSR Journals
 
Performance comparison of two clipping based filtering methods for papr reduc...
Performance comparison of two clipping based filtering methods for papr reduc...Performance comparison of two clipping based filtering methods for papr reduc...
Performance comparison of two clipping based filtering methods for papr reduc...ijmnct
 
Implementation and Study of Universal Filtered Multi Carrier under Carrier Fr...
Implementation and Study of Universal Filtered Multi Carrier under Carrier Fr...Implementation and Study of Universal Filtered Multi Carrier under Carrier Fr...
Implementation and Study of Universal Filtered Multi Carrier under Carrier Fr...Editor IJAIEM
 
Wavelet Packet based Multicarrier Modulation for Cognitive UWB Systems
Wavelet Packet based Multicarrier Modulation for Cognitive UWB SystemsWavelet Packet based Multicarrier Modulation for Cognitive UWB Systems
Wavelet Packet based Multicarrier Modulation for Cognitive UWB SystemsCSCJournals
 
A low complexity partial transmit sequence scheme for better papr reduction i...
A low complexity partial transmit sequence scheme for better papr reduction i...A low complexity partial transmit sequence scheme for better papr reduction i...
A low complexity partial transmit sequence scheme for better papr reduction i...eSAT Journals
 
Blind Channel Shortening for MIMO-OFDM System Using Zero Padding and Eigen De...
Blind Channel Shortening for MIMO-OFDM System Using Zero Padding and Eigen De...Blind Channel Shortening for MIMO-OFDM System Using Zero Padding and Eigen De...
Blind Channel Shortening for MIMO-OFDM System Using Zero Padding and Eigen De...ijsrd.com
 
A low complexity partial transmit sequence scheme for
A low complexity partial transmit sequence scheme forA low complexity partial transmit sequence scheme for
A low complexity partial transmit sequence scheme foreSAT Publishing House
 
LTE in a Nutshell: System Overview
LTE in a Nutshell: System OverviewLTE in a Nutshell: System Overview
LTE in a Nutshell: System OverviewFrank Rayal
 
Minimization Of Inter Symbol Interference Based Error in OFDM System Using A...
Minimization Of Inter Symbol Interference Based Error in  OFDM System Using A...Minimization Of Inter Symbol Interference Based Error in  OFDM System Using A...
Minimization Of Inter Symbol Interference Based Error in OFDM System Using A...IJMER
 
HYBRID LS-LMMSE CHANNEL ESTIMATION Technique for LTE Downlink Systems
HYBRID LS-LMMSE CHANNEL ESTIMATION Technique for LTE Downlink SystemsHYBRID LS-LMMSE CHANNEL ESTIMATION Technique for LTE Downlink Systems
HYBRID LS-LMMSE CHANNEL ESTIMATION Technique for LTE Downlink Systemsijngnjournal
 
Enhancing Performance for Orthogonal Frequency Division Multiplexing in Wirel...
Enhancing Performance for Orthogonal Frequency Division Multiplexing in Wirel...Enhancing Performance for Orthogonal Frequency Division Multiplexing in Wirel...
Enhancing Performance for Orthogonal Frequency Division Multiplexing in Wirel...IRJET Journal
 
Bit Error Rate Assessment of Digital Modulation Schemes on Additive White Gau...
Bit Error Rate Assessment of Digital Modulation Schemes on Additive White Gau...Bit Error Rate Assessment of Digital Modulation Schemes on Additive White Gau...
Bit Error Rate Assessment of Digital Modulation Schemes on Additive White Gau...inventionjournals
 

What's hot (20)

Performance Analysis of A Ds-Cdma System by using Rayleigh and Nakagami-M Fad...
Performance Analysis of A Ds-Cdma System by using Rayleigh and Nakagami-M Fad...Performance Analysis of A Ds-Cdma System by using Rayleigh and Nakagami-M Fad...
Performance Analysis of A Ds-Cdma System by using Rayleigh and Nakagami-M Fad...
 
Ijecet 06 10_006
Ijecet 06 10_006Ijecet 06 10_006
Ijecet 06 10_006
 
International Journal of Engineering and Science Invention (IJESI)
International Journal of Engineering and Science Invention (IJESI)International Journal of Engineering and Science Invention (IJESI)
International Journal of Engineering and Science Invention (IJESI)
 
An Approach to Improve the Quality of Service in OFDMA Relay Networks via Re-...
An Approach to Improve the Quality of Service in OFDMA Relay Networks via Re-...An Approach to Improve the Quality of Service in OFDMA Relay Networks via Re-...
An Approach to Improve the Quality of Service in OFDMA Relay Networks via Re-...
 
A Review Paper on: The PAPR Analysis of MIMO-OFDM Systems
A Review Paper on: The PAPR Analysis of MIMO-OFDM SystemsA Review Paper on: The PAPR Analysis of MIMO-OFDM Systems
A Review Paper on: The PAPR Analysis of MIMO-OFDM Systems
 
POWER OPTIMIZATION IN OFDM NETWORKS USING VARIOUS PEAK TO AVERAGE POWER RATIO...
POWER OPTIMIZATION IN OFDM NETWORKS USING VARIOUS PEAK TO AVERAGE POWER RATIO...POWER OPTIMIZATION IN OFDM NETWORKS USING VARIOUS PEAK TO AVERAGE POWER RATIO...
POWER OPTIMIZATION IN OFDM NETWORKS USING VARIOUS PEAK TO AVERAGE POWER RATIO...
 
N010527986
N010527986N010527986
N010527986
 
Investigation and Analysis of SNR Estimation in OFDM system
Investigation and Analysis of SNR Estimation in OFDM systemInvestigation and Analysis of SNR Estimation in OFDM system
Investigation and Analysis of SNR Estimation in OFDM system
 
Performance comparison of two clipping based filtering methods for papr reduc...
Performance comparison of two clipping based filtering methods for papr reduc...Performance comparison of two clipping based filtering methods for papr reduc...
Performance comparison of two clipping based filtering methods for papr reduc...
 
D010231821
D010231821D010231821
D010231821
 
Implementation and Study of Universal Filtered Multi Carrier under Carrier Fr...
Implementation and Study of Universal Filtered Multi Carrier under Carrier Fr...Implementation and Study of Universal Filtered Multi Carrier under Carrier Fr...
Implementation and Study of Universal Filtered Multi Carrier under Carrier Fr...
 
Wavelet Packet based Multicarrier Modulation for Cognitive UWB Systems
Wavelet Packet based Multicarrier Modulation for Cognitive UWB SystemsWavelet Packet based Multicarrier Modulation for Cognitive UWB Systems
Wavelet Packet based Multicarrier Modulation for Cognitive UWB Systems
 
A low complexity partial transmit sequence scheme for better papr reduction i...
A low complexity partial transmit sequence scheme for better papr reduction i...A low complexity partial transmit sequence scheme for better papr reduction i...
A low complexity partial transmit sequence scheme for better papr reduction i...
 
Blind Channel Shortening for MIMO-OFDM System Using Zero Padding and Eigen De...
Blind Channel Shortening for MIMO-OFDM System Using Zero Padding and Eigen De...Blind Channel Shortening for MIMO-OFDM System Using Zero Padding and Eigen De...
Blind Channel Shortening for MIMO-OFDM System Using Zero Padding and Eigen De...
 
A low complexity partial transmit sequence scheme for
A low complexity partial transmit sequence scheme forA low complexity partial transmit sequence scheme for
A low complexity partial transmit sequence scheme for
 
LTE in a Nutshell: System Overview
LTE in a Nutshell: System OverviewLTE in a Nutshell: System Overview
LTE in a Nutshell: System Overview
 
Minimization Of Inter Symbol Interference Based Error in OFDM System Using A...
Minimization Of Inter Symbol Interference Based Error in  OFDM System Using A...Minimization Of Inter Symbol Interference Based Error in  OFDM System Using A...
Minimization Of Inter Symbol Interference Based Error in OFDM System Using A...
 
HYBRID LS-LMMSE CHANNEL ESTIMATION Technique for LTE Downlink Systems
HYBRID LS-LMMSE CHANNEL ESTIMATION Technique for LTE Downlink SystemsHYBRID LS-LMMSE CHANNEL ESTIMATION Technique for LTE Downlink Systems
HYBRID LS-LMMSE CHANNEL ESTIMATION Technique for LTE Downlink Systems
 
Enhancing Performance for Orthogonal Frequency Division Multiplexing in Wirel...
Enhancing Performance for Orthogonal Frequency Division Multiplexing in Wirel...Enhancing Performance for Orthogonal Frequency Division Multiplexing in Wirel...
Enhancing Performance for Orthogonal Frequency Division Multiplexing in Wirel...
 
Bit Error Rate Assessment of Digital Modulation Schemes on Additive White Gau...
Bit Error Rate Assessment of Digital Modulation Schemes on Additive White Gau...Bit Error Rate Assessment of Digital Modulation Schemes on Additive White Gau...
Bit Error Rate Assessment of Digital Modulation Schemes on Additive White Gau...
 

Similar to Ijetr042334

ESTIMATION OF SYMBOL TIMING AND CARRIER FREQUENCY OFFSET USING SYNCHRONIZATI...
 ESTIMATION OF SYMBOL TIMING AND CARRIER FREQUENCY OFFSET USING SYNCHRONIZATI... ESTIMATION OF SYMBOL TIMING AND CARRIER FREQUENCY OFFSET USING SYNCHRONIZATI...
ESTIMATION OF SYMBOL TIMING AND CARRIER FREQUENCY OFFSET USING SYNCHRONIZATI...Michael George
 
A SEMI BLIND CHANNEL ESTIMATION METHOD BASED ON HYBRID NEURAL NETWORKS FOR UP...
A SEMI BLIND CHANNEL ESTIMATION METHOD BASED ON HYBRID NEURAL NETWORKS FOR UP...A SEMI BLIND CHANNEL ESTIMATION METHOD BASED ON HYBRID NEURAL NETWORKS FOR UP...
A SEMI BLIND CHANNEL ESTIMATION METHOD BASED ON HYBRID NEURAL NETWORKS FOR UP...ijwmn
 
Performance Analysis of OFDM in Combating Multipath Fading
Performance Analysis of OFDM in Combating Multipath FadingPerformance Analysis of OFDM in Combating Multipath Fading
Performance Analysis of OFDM in Combating Multipath FadingIOSR Journals
 
Performance Analysis of OFDM in Combating Multipath Fading
Performance Analysis of OFDM in Combating Multipath FadingPerformance Analysis of OFDM in Combating Multipath Fading
Performance Analysis of OFDM in Combating Multipath FadingIOSR Journals
 
The Evolution Of Optical Networks
The Evolution Of Optical NetworksThe Evolution Of Optical Networks
The Evolution Of Optical NetworksMichelle Davis
 
Vhdl implementation of ofdm transmitter
Vhdl  implementation  of ofdm transmitterVhdl  implementation  of ofdm transmitter
Vhdl implementation of ofdm transmitterrajeshr0009
 
Peak to Average Ratio PAPR Reduction Technique in OFDM MIMO System A Review
Peak to Average Ratio PAPR Reduction Technique in OFDM MIMO System A ReviewPeak to Average Ratio PAPR Reduction Technique in OFDM MIMO System A Review
Peak to Average Ratio PAPR Reduction Technique in OFDM MIMO System A Reviewijtsrd
 
15082005174118 wca article-vfinal
15082005174118 wca article-vfinal15082005174118 wca article-vfinal
15082005174118 wca article-vfinalsunilareddyk
 
A Peak to Average Power Ratio (PAPR) Reduction in OFDM Systems
A Peak to Average Power Ratio (PAPR) Reduction in OFDM SystemsA Peak to Average Power Ratio (PAPR) Reduction in OFDM Systems
A Peak to Average Power Ratio (PAPR) Reduction in OFDM SystemsIRJET Journal
 
Sc fdma -an efficient technique for papr reduction in
Sc fdma -an efficient technique for papr reduction inSc fdma -an efficient technique for papr reduction in
Sc fdma -an efficient technique for papr reduction ineSAT Publishing House
 
Reduction of Frequency offset Using Joint Clock for OFDM Based Cellular Syste...
Reduction of Frequency offset Using Joint Clock for OFDM Based Cellular Syste...Reduction of Frequency offset Using Joint Clock for OFDM Based Cellular Syste...
Reduction of Frequency offset Using Joint Clock for OFDM Based Cellular Syste...IJRST Journal
 
COMPARISON OF BER AND NUMBER OF ERRORS WITH DIFFERENT MODULATION TECHNIQUES I...
COMPARISON OF BER AND NUMBER OF ERRORS WITH DIFFERENT MODULATION TECHNIQUES I...COMPARISON OF BER AND NUMBER OF ERRORS WITH DIFFERENT MODULATION TECHNIQUES I...
COMPARISON OF BER AND NUMBER OF ERRORS WITH DIFFERENT MODULATION TECHNIQUES I...Sukhvinder Singh Malik
 
A Review on Channel Capacity Enhancement in OFDM
A Review on Channel Capacity Enhancement in OFDMA Review on Channel Capacity Enhancement in OFDM
A Review on Channel Capacity Enhancement in OFDMpaperpublications3
 
Orthogonal frequency division multiplexing
Orthogonal frequency division multiplexing Orthogonal frequency division multiplexing
Orthogonal frequency division multiplexing raj4619
 
D__published papers_DSTC2014_ORTHOGONAL FREQUENCY DIVITION MULTIPLEXING (UNDE...
D__published papers_DSTC2014_ORTHOGONAL FREQUENCY DIVITION MULTIPLEXING (UNDE...D__published papers_DSTC2014_ORTHOGONAL FREQUENCY DIVITION MULTIPLEXING (UNDE...
D__published papers_DSTC2014_ORTHOGONAL FREQUENCY DIVITION MULTIPLEXING (UNDE...Dheyauldeen Najm AlZubaidy
 
Comparative performance analysis of different modulation techniques for papr ...
Comparative performance analysis of different modulation techniques for papr ...Comparative performance analysis of different modulation techniques for papr ...
Comparative performance analysis of different modulation techniques for papr ...IJCNCJournal
 
Single Mode Optical Fiber in Rof System Using DWDM
Single Mode Optical Fiber in Rof System Using DWDMSingle Mode Optical Fiber in Rof System Using DWDM
Single Mode Optical Fiber in Rof System Using DWDMIJERA Editor
 

Similar to Ijetr042334 (20)

ESTIMATION OF SYMBOL TIMING AND CARRIER FREQUENCY OFFSET USING SYNCHRONIZATI...
 ESTIMATION OF SYMBOL TIMING AND CARRIER FREQUENCY OFFSET USING SYNCHRONIZATI... ESTIMATION OF SYMBOL TIMING AND CARRIER FREQUENCY OFFSET USING SYNCHRONIZATI...
ESTIMATION OF SYMBOL TIMING AND CARRIER FREQUENCY OFFSET USING SYNCHRONIZATI...
 
A SEMI BLIND CHANNEL ESTIMATION METHOD BASED ON HYBRID NEURAL NETWORKS FOR UP...
A SEMI BLIND CHANNEL ESTIMATION METHOD BASED ON HYBRID NEURAL NETWORKS FOR UP...A SEMI BLIND CHANNEL ESTIMATION METHOD BASED ON HYBRID NEURAL NETWORKS FOR UP...
A SEMI BLIND CHANNEL ESTIMATION METHOD BASED ON HYBRID NEURAL NETWORKS FOR UP...
 
DESIGN AND IMPLEMENTATION OF OFDM SYSTEM AND REDUCTION OF INTER-CARRIER INTER...
DESIGN AND IMPLEMENTATION OF OFDM SYSTEM AND REDUCTION OF INTER-CARRIER INTER...DESIGN AND IMPLEMENTATION OF OFDM SYSTEM AND REDUCTION OF INTER-CARRIER INTER...
DESIGN AND IMPLEMENTATION OF OFDM SYSTEM AND REDUCTION OF INTER-CARRIER INTER...
 
Performance Analysis of OFDM in Combating Multipath Fading
Performance Analysis of OFDM in Combating Multipath FadingPerformance Analysis of OFDM in Combating Multipath Fading
Performance Analysis of OFDM in Combating Multipath Fading
 
Performance Analysis of OFDM in Combating Multipath Fading
Performance Analysis of OFDM in Combating Multipath FadingPerformance Analysis of OFDM in Combating Multipath Fading
Performance Analysis of OFDM in Combating Multipath Fading
 
The Evolution Of Optical Networks
The Evolution Of Optical NetworksThe Evolution Of Optical Networks
The Evolution Of Optical Networks
 
B033206014
B033206014B033206014
B033206014
 
Vhdl implementation of ofdm transmitter
Vhdl  implementation  of ofdm transmitterVhdl  implementation  of ofdm transmitter
Vhdl implementation of ofdm transmitter
 
Peak to Average Ratio PAPR Reduction Technique in OFDM MIMO System A Review
Peak to Average Ratio PAPR Reduction Technique in OFDM MIMO System A ReviewPeak to Average Ratio PAPR Reduction Technique in OFDM MIMO System A Review
Peak to Average Ratio PAPR Reduction Technique in OFDM MIMO System A Review
 
15082005174118 wca article-vfinal
15082005174118 wca article-vfinal15082005174118 wca article-vfinal
15082005174118 wca article-vfinal
 
A Peak to Average Power Ratio (PAPR) Reduction in OFDM Systems
A Peak to Average Power Ratio (PAPR) Reduction in OFDM SystemsA Peak to Average Power Ratio (PAPR) Reduction in OFDM Systems
A Peak to Average Power Ratio (PAPR) Reduction in OFDM Systems
 
Sc fdma -an efficient technique for papr reduction in
Sc fdma -an efficient technique for papr reduction inSc fdma -an efficient technique for papr reduction in
Sc fdma -an efficient technique for papr reduction in
 
Reduction of Frequency offset Using Joint Clock for OFDM Based Cellular Syste...
Reduction of Frequency offset Using Joint Clock for OFDM Based Cellular Syste...Reduction of Frequency offset Using Joint Clock for OFDM Based Cellular Syste...
Reduction of Frequency offset Using Joint Clock for OFDM Based Cellular Syste...
 
COMPARISON OF BER AND NUMBER OF ERRORS WITH DIFFERENT MODULATION TECHNIQUES I...
COMPARISON OF BER AND NUMBER OF ERRORS WITH DIFFERENT MODULATION TECHNIQUES I...COMPARISON OF BER AND NUMBER OF ERRORS WITH DIFFERENT MODULATION TECHNIQUES I...
COMPARISON OF BER AND NUMBER OF ERRORS WITH DIFFERENT MODULATION TECHNIQUES I...
 
A Review on Channel Capacity Enhancement in OFDM
A Review on Channel Capacity Enhancement in OFDMA Review on Channel Capacity Enhancement in OFDM
A Review on Channel Capacity Enhancement in OFDM
 
Windowing ofdm
Windowing ofdmWindowing ofdm
Windowing ofdm
 
Orthogonal frequency division multiplexing
Orthogonal frequency division multiplexing Orthogonal frequency division multiplexing
Orthogonal frequency division multiplexing
 
D__published papers_DSTC2014_ORTHOGONAL FREQUENCY DIVITION MULTIPLEXING (UNDE...
D__published papers_DSTC2014_ORTHOGONAL FREQUENCY DIVITION MULTIPLEXING (UNDE...D__published papers_DSTC2014_ORTHOGONAL FREQUENCY DIVITION MULTIPLEXING (UNDE...
D__published papers_DSTC2014_ORTHOGONAL FREQUENCY DIVITION MULTIPLEXING (UNDE...
 
Comparative performance analysis of different modulation techniques for papr ...
Comparative performance analysis of different modulation techniques for papr ...Comparative performance analysis of different modulation techniques for papr ...
Comparative performance analysis of different modulation techniques for papr ...
 
Single Mode Optical Fiber in Rof System Using DWDM
Single Mode Optical Fiber in Rof System Using DWDMSingle Mode Optical Fiber in Rof System Using DWDM
Single Mode Optical Fiber in Rof System Using DWDM
 

More from Engineering Research Publication (20)

Ijetr042339
Ijetr042339Ijetr042339
Ijetr042339
 
Ijetr042336
Ijetr042336Ijetr042336
Ijetr042336
 
Ijetr042335
Ijetr042335Ijetr042335
Ijetr042335
 
Ijetr042330
Ijetr042330Ijetr042330
Ijetr042330
 
Ijetr042329
Ijetr042329Ijetr042329
Ijetr042329
 
Ijetr042328
Ijetr042328Ijetr042328
Ijetr042328
 
Ijetr042327
Ijetr042327Ijetr042327
Ijetr042327
 
Ijetr042322
Ijetr042322Ijetr042322
Ijetr042322
 
Ijetr042321
Ijetr042321Ijetr042321
Ijetr042321
 
Ijetr042319
Ijetr042319Ijetr042319
Ijetr042319
 
Ijetr042318
Ijetr042318Ijetr042318
Ijetr042318
 
Ijetr042316
Ijetr042316Ijetr042316
Ijetr042316
 
Ijetr042313
Ijetr042313Ijetr042313
Ijetr042313
 
Ijetr042309
Ijetr042309Ijetr042309
Ijetr042309
 
Ijetr042301
Ijetr042301Ijetr042301
Ijetr042301
 
Ijetr042207
Ijetr042207Ijetr042207
Ijetr042207
 
Ijetr042201
Ijetr042201Ijetr042201
Ijetr042201
 
Ijetr042195
Ijetr042195Ijetr042195
Ijetr042195
 
Ijetr042192
Ijetr042192Ijetr042192
Ijetr042192
 
Ijetr042191
Ijetr042191Ijetr042191
Ijetr042191
 

Recently uploaded

POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxPOINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxSayali Powar
 
internship ppt on smartinternz platform as salesforce developer
internship ppt on smartinternz platform as salesforce developerinternship ppt on smartinternz platform as salesforce developer
internship ppt on smartinternz platform as salesforce developerunnathinaik
 
History Class XII Ch. 3 Kinship, Caste and Class (1).pptx
History Class XII Ch. 3 Kinship, Caste and Class (1).pptxHistory Class XII Ch. 3 Kinship, Caste and Class (1).pptx
History Class XII Ch. 3 Kinship, Caste and Class (1).pptxsocialsciencegdgrohi
 
Hierarchy of management that covers different levels of management
Hierarchy of management that covers different levels of managementHierarchy of management that covers different levels of management
Hierarchy of management that covers different levels of managementmkooblal
 
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17Celine George
 
Meghan Sutherland In Media Res Media Component
Meghan Sutherland In Media Res Media ComponentMeghan Sutherland In Media Res Media Component
Meghan Sutherland In Media Res Media ComponentInMediaRes1
 
Introduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher EducationIntroduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher Educationpboyjonauth
 
Biting mechanism of poisonous snakes.pdf
Biting mechanism of poisonous snakes.pdfBiting mechanism of poisonous snakes.pdf
Biting mechanism of poisonous snakes.pdfadityarao40181
 
ECONOMIC CONTEXT - LONG FORM TV DRAMA - PPT
ECONOMIC CONTEXT - LONG FORM TV DRAMA - PPTECONOMIC CONTEXT - LONG FORM TV DRAMA - PPT
ECONOMIC CONTEXT - LONG FORM TV DRAMA - PPTiammrhaywood
 
Employee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptxEmployee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptxNirmalaLoungPoorunde1
 
Organic Name Reactions for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions  for the students and aspirants of Chemistry12th.pptxOrganic Name Reactions  for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions for the students and aspirants of Chemistry12th.pptxVS Mahajan Coaching Centre
 
Alper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentAlper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentInMediaRes1
 
KSHARA STURA .pptx---KSHARA KARMA THERAPY (CAUSTIC THERAPY)————IMP.OF KSHARA ...
KSHARA STURA .pptx---KSHARA KARMA THERAPY (CAUSTIC THERAPY)————IMP.OF KSHARA ...KSHARA STURA .pptx---KSHARA KARMA THERAPY (CAUSTIC THERAPY)————IMP.OF KSHARA ...
KSHARA STURA .pptx---KSHARA KARMA THERAPY (CAUSTIC THERAPY)————IMP.OF KSHARA ...M56BOOKSTORE PRODUCT/SERVICE
 
Solving Puzzles Benefits Everyone (English).pptx
Solving Puzzles Benefits Everyone (English).pptxSolving Puzzles Benefits Everyone (English).pptx
Solving Puzzles Benefits Everyone (English).pptxOH TEIK BIN
 
Full Stack Web Development Course for Beginners
Full Stack Web Development Course  for BeginnersFull Stack Web Development Course  for Beginners
Full Stack Web Development Course for BeginnersSabitha Banu
 
Historical philosophical, theoretical, and legal foundations of special and i...
Historical philosophical, theoretical, and legal foundations of special and i...Historical philosophical, theoretical, and legal foundations of special and i...
Historical philosophical, theoretical, and legal foundations of special and i...jaredbarbolino94
 
Types of Journalistic Writing Grade 8.pptx
Types of Journalistic Writing Grade 8.pptxTypes of Journalistic Writing Grade 8.pptx
Types of Journalistic Writing Grade 8.pptxEyham Joco
 
ECONOMIC CONTEXT - PAPER 1 Q3: NEWSPAPERS.pptx
ECONOMIC CONTEXT - PAPER 1 Q3: NEWSPAPERS.pptxECONOMIC CONTEXT - PAPER 1 Q3: NEWSPAPERS.pptx
ECONOMIC CONTEXT - PAPER 1 Q3: NEWSPAPERS.pptxiammrhaywood
 
Computed Fields and api Depends in the Odoo 17
Computed Fields and api Depends in the Odoo 17Computed Fields and api Depends in the Odoo 17
Computed Fields and api Depends in the Odoo 17Celine George
 
Pharmacognosy Flower 3. Compositae 2023.pdf
Pharmacognosy Flower 3. Compositae 2023.pdfPharmacognosy Flower 3. Compositae 2023.pdf
Pharmacognosy Flower 3. Compositae 2023.pdfMahmoud M. Sallam
 

Recently uploaded (20)

POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxPOINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
 
internship ppt on smartinternz platform as salesforce developer
internship ppt on smartinternz platform as salesforce developerinternship ppt on smartinternz platform as salesforce developer
internship ppt on smartinternz platform as salesforce developer
 
History Class XII Ch. 3 Kinship, Caste and Class (1).pptx
History Class XII Ch. 3 Kinship, Caste and Class (1).pptxHistory Class XII Ch. 3 Kinship, Caste and Class (1).pptx
History Class XII Ch. 3 Kinship, Caste and Class (1).pptx
 
Hierarchy of management that covers different levels of management
Hierarchy of management that covers different levels of managementHierarchy of management that covers different levels of management
Hierarchy of management that covers different levels of management
 
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
 
Meghan Sutherland In Media Res Media Component
Meghan Sutherland In Media Res Media ComponentMeghan Sutherland In Media Res Media Component
Meghan Sutherland In Media Res Media Component
 
Introduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher EducationIntroduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher Education
 
Biting mechanism of poisonous snakes.pdf
Biting mechanism of poisonous snakes.pdfBiting mechanism of poisonous snakes.pdf
Biting mechanism of poisonous snakes.pdf
 
ECONOMIC CONTEXT - LONG FORM TV DRAMA - PPT
ECONOMIC CONTEXT - LONG FORM TV DRAMA - PPTECONOMIC CONTEXT - LONG FORM TV DRAMA - PPT
ECONOMIC CONTEXT - LONG FORM TV DRAMA - PPT
 
Employee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptxEmployee wellbeing at the workplace.pptx
Employee wellbeing at the workplace.pptx
 
Organic Name Reactions for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions  for the students and aspirants of Chemistry12th.pptxOrganic Name Reactions  for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions for the students and aspirants of Chemistry12th.pptx
 
Alper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentAlper Gobel In Media Res Media Component
Alper Gobel In Media Res Media Component
 
KSHARA STURA .pptx---KSHARA KARMA THERAPY (CAUSTIC THERAPY)————IMP.OF KSHARA ...
KSHARA STURA .pptx---KSHARA KARMA THERAPY (CAUSTIC THERAPY)————IMP.OF KSHARA ...KSHARA STURA .pptx---KSHARA KARMA THERAPY (CAUSTIC THERAPY)————IMP.OF KSHARA ...
KSHARA STURA .pptx---KSHARA KARMA THERAPY (CAUSTIC THERAPY)————IMP.OF KSHARA ...
 
Solving Puzzles Benefits Everyone (English).pptx
Solving Puzzles Benefits Everyone (English).pptxSolving Puzzles Benefits Everyone (English).pptx
Solving Puzzles Benefits Everyone (English).pptx
 
Full Stack Web Development Course for Beginners
Full Stack Web Development Course  for BeginnersFull Stack Web Development Course  for Beginners
Full Stack Web Development Course for Beginners
 
Historical philosophical, theoretical, and legal foundations of special and i...
Historical philosophical, theoretical, and legal foundations of special and i...Historical philosophical, theoretical, and legal foundations of special and i...
Historical philosophical, theoretical, and legal foundations of special and i...
 
Types of Journalistic Writing Grade 8.pptx
Types of Journalistic Writing Grade 8.pptxTypes of Journalistic Writing Grade 8.pptx
Types of Journalistic Writing Grade 8.pptx
 
ECONOMIC CONTEXT - PAPER 1 Q3: NEWSPAPERS.pptx
ECONOMIC CONTEXT - PAPER 1 Q3: NEWSPAPERS.pptxECONOMIC CONTEXT - PAPER 1 Q3: NEWSPAPERS.pptx
ECONOMIC CONTEXT - PAPER 1 Q3: NEWSPAPERS.pptx
 
Computed Fields and api Depends in the Odoo 17
Computed Fields and api Depends in the Odoo 17Computed Fields and api Depends in the Odoo 17
Computed Fields and api Depends in the Odoo 17
 
Pharmacognosy Flower 3. Compositae 2023.pdf
Pharmacognosy Flower 3. Compositae 2023.pdfPharmacognosy Flower 3. Compositae 2023.pdf
Pharmacognosy Flower 3. Compositae 2023.pdf
 

Ijetr042334

  • 1. International Journal of Engineering and Technical Research (IJETR) ISSN: 2321-0869 (O) 2454-4698 (P), Volume-5, Issue-4, August 2016 56 www.erpublication.org  Abstract— Earlier Orthogonal frequency-division multiplexing (OFDM) method had various disadvantages like sensitivity to Doppler shift and frequency synchronization problems. It had high peak to average power ratio (PAPR) and low power efficiency and required linear transmitter circuitry. The OFDM reduces inter Symbol interference (ISI) caused by the delay spread of wireless channels. Therefore, it is used in many wireless systems and is adopted by various standards. OFDM is similar to traditional frequency-division multiplexing (FDM) but differ in modulation and demodulation methods. The main function is to minimize the interference or crosstalk among the channels and symbols consisting of data streams. SCFDMA is more advanced than OFDM. The SCFDMA system using PN sequence the proposed part provides much better results than the traditional OFDM. Along with this, the equalizer like MMSE, zero forcing etc. can also be used. The PN sequences helped in reducing the BER and also promised reliable transmission. The equalizer is used for minimizing the error in the signal obtained at the output. By using the equalizer and the PN sequence, the results obtained are more efficient than the traditional method. Index Terms— CP, OFDM, PAPR, SCFDMA. I. INTRODUCTION OFDM is descriptor for orthogonal frequency division multiplexing method used to encode the data on multiple carrier frequencies. It is an effective technique used in many communication systems such as audio broadcasting, DSL, wireless networks etc. OFDM follows frequency division multiplication method which means that data travels in the form of multiple sub carriers on parallel channels [2]. These sub carrier signals are modulated using existing modulation schemes such as QAM and PSK i.e. Quadrature amplitude modulation and Phase shift keying respectively. But conventional modulation schemes used generate low symbol rate in the same bandwidth. SCFDMA is an alternative here. SCFDMA is abbreviated as single carrier frequency division multiple access scheme. It follows the same concept as used by the multiple access schemes like OFDM, TDMA and FDMA in which multiple users assigned with shared communication resource. SCFDM is same as that of OFDM scheme except an additional step called DFT processing step [1]. SCFDM is preferred over OFDM in the uplink communication because it produces low PAPR value which tends to improve power efficiency and also reduces the cost of the power amplifier. As Single Carrier Frequency Division Mandeep Bhardwaj, Electronics and Communication Engineering Department, Sri Sukhmani Institute of Engineering and Technology, Derabassi, India, +919896491977. Sarbjeet Singh, Electronics and Communication Engineering Department, Sri Sukhmani Institute of Engineering and Technology, Derabassi, India, +919780939009. Multiple Access transmits the data serially, therefore it provides low PAPR value as compared to the OFDM system. Its frequency offset is also less sensitive as compared to the traditional modulation technique. SCFDMA is more robust with respect to frequency selective fading. SCFDMA works same as that of OFDM but has an additional step of DFT mapper. In the SCFDMA, data mapper converts the data bits into modulation symbols. These symbols are converted into a block consisting of N symbols. These N symbols are converted into the frequency domain because N-point is used in time domain. Then the frequency mapped samples are converted into subsets of M subcarriers. M should be greater than N. SCFDMA has some useful properties which make them popular such as: • Provides less PAPR value • Low sensitivity to carrier frequency offset • It allows the use of low-cost power amplifiers • Transmitter and receiver structure of SC-FDMA: After representation of SCFDMA, there is N point DFT at the transmitter side and N point IDFT at the receiver side. DFT produce frequency domain symbols that will spread over the bandwidth. On the other side, IDFT produce time domain channel symbols. In this paper, SCFDMA using PN sequence technique is proposed. Section II discusses the type of fading channels. In section III, some existing works related to proposed approach are discussed. Section IV deals with the methodology used to implement the desired work. Section V and Section VI discusses the problem formulation and proposed work respectively. Results are shown in section VII in which the traditional technique i.e. TFT-OFDM results are compared with proposed technique results and paper is concluded in section VIII. II. FADING CHANNELS Fading is a problem that affects the signal while travelling over the channel. It can vary depending upon many factors such as time, radio frequency or geographical position. A fading channel is a type of communication channel that is generally affected by fading. Fading can be caused by multiple factors such as multipath propagation which causes multipath induced fading. In the same way, shadowing may lead to shadow fading. While travelling through media, a signal may follow multiple paths created by reflectors present in the environment which causes the transmitted signal to traverse [5]. Consequently, receiver can see each signal traversing a different path. Performance Analysis of SCFDMA with PN Sequence using different modulation techniques Mandeep Bhardwaj, Sarbjeet Singh
  • 2. Performance Analysis of SCFDMA with PN Sequence using different modulation techniques 57 www.erpublication.org Figure 1 shows the basic block diagram of SCFDMA In underwater acoustic communication, disturbances occurring due to water movement may lead to distortion which can be modeled using channel. Depending on how rapidly the transmitted signal changes as compared to change of the channel, Fading can been divided into two types named as slow fading and fast fading. Slow fading In a slow fading channel, the channel variation rate is much slower than the rate of change of transmitted signal. The rate of change of channel may be assumed to be static over one or more timing intervals. In frequency domain, this specifies that Doppler spread of channel is much less than bandwidth of transmitted signal in the frequency domain. This type of fading occurs due to shadowing in which large building or hill can destroy the path between the transmitter and receiver. Fast fading Fast fading deals with rate of change of channel due to motion. In fast fading channel, rate of change of channel is faster than rate of change of transmitted signal. Selective Fading It occurs due to the fact that radio signal gets partially cancelled by itself. It is also referred as frequency selective fading. It happens in early evening or early morning because at that time environment conditions changes and various layers in the ionosphere may get separated or combined which causes fading to occur. Selective fading is a type of fading which constantly changes due to the cyclic disturbance sweeping through the received audio. Thus as a result, carrier frequency of the signal will vary leading to change in the amplitude. The coherence bandwidth measures separation in frequency; thus two signals will experience uncorrelated fading. Fading Models There are different fading models available and different in terms of delay, gain and phase shift [5]. Some of them are:  Nakagami fading  Log normal shadow fading  Rayleigh fading  Rician fading  Weibull fading III. RELATED WORK Kumar Naresh et al. This paper presents uplink and downlink communication with the help of OFDMA and SCFDMA. LTE i.e. Long term evolution adopted SCDFMA and used for uplink communication. SCFDMA is also known as Discrete Fourier Transform spread OFDM. This paper has proposed a new technique named as Wavelet based SCFDMA to analyze Bit error rate performance. Evaluation is performed on several wavelets under different modulation schemes with AWGN channel. Thus results shows that by using wavelet transform BER is reduced and performance is better as compared to existing approach used in SCFDMA. Rahul Ohlan et al. This paper presents a recent trend in the field of LTE systems which is based on the OFDM with cyclic prefix and SCFDMA.OFDM basically used for downlink communication whereas SCFDMA is used for uplink communication. SCFDMA provides lower PAPR as compared to OFDM. This paper presents some historical techniques that had been used and also discusses survey results. Anurag Pandey et al. paper mainly focuses on the OFDM system used in wireless communication due to its better data rate and low bandwidth. Simulation has been performed to show the results of signals over different faded channels and to obtain optimum Bit Error Rate. This paper focuses on the performance of the OFDM system on the basis of different modulation schemes and Rayleigh fading channels. Mukesh Kumar Mishra et al. This paper presents Nakagami-m fading channels effect on OFDM system and effected value of BER through the characteristics of function based approach of this fading channel. BER value is expressed in terms of confluent hyper geometric functions known as higher transcendental function. As a result, paper concludes that BER performance may degrade depending on the number of channel taps as well as on the increasing value of Nakagami-m fading parameters. SCFDMA TransmitterData source N point DFT Channel + Noise Serial to parallel converter Remove cyclic prefix Subcarrie r mapping M-point IDFT Serial to parallel converter Parallel to serial converter N point IDFT M point DFT then Subcarrie r mapping Data received SCFDMA Receiver Parallel to serial converter
  • 3. International Journal of Engineering and Technical Research (IJETR) ISSN: 2321-0869 (O) 2454-4698 (P), Volume-5, Issue-4, August 2016 58 www.erpublication.org IV. METHODOLOGY As problems are discussed in previous section a new approach is proposed for work in which the methodology is divided into two parts. One is from transmitter side and other is from receiver side. Transmitter Side: 1. Initially a number of data sets will be generated. 2. SNR value of the signal is to be generated in this step. 3. After generating SNR, signal is generated carrying the information, which is to be transmitted for communication between the transmitter and the receiver. 4. On that generated signal different types of modulation techniques are applied and the technique which is best among them is chosen for the modulation of signal. Block diagram Transmitter Block: Figure 2 Block diagram of proposed technique at transmitter side 5. After modulation on the signal is performed, FFT operation is applied on that signal. 6. After applying FFT operation on the signal, next step is to apply IFFT operation on the received signal. 7. Now, cyclic prefix is added to the received IFFT Signal, as cyclic prefix is generally used in conjunction with modulation in order to retain sinusoid properties in multipath channels. 8. Now, parallel to serial conversion of the signal is done, so that the multiple data is transmitted at a time and also the speed is more. 9. After adding the cyclic prefix, a PN –sequence code is generated, by a PN-sequence code generator. 10. Finally this signal is transmitted from the transmitter. Receiver Block: Figure 3 Block diagram of proposed technique at Receiver side RECEIVER SIDE: 1. On receiver side, generate a channel effect along with the ratio of noise. 2. Then perform FFT and equalization on the signal. 3. Apply IFFT operation on the signal. 4. Perform demodulation on the signal. 5. Remove cyclic prefix from the received signal. 6. Now compare the transmitted signal with the received signal and calculate the error in the signal. V. PROBLEM FORMULATION Orthogonal frequency-division multiplexing (OFDM) diminishes the effect of inter-symbol interference (ISI). Therefore, it is used in many wireless systems and adopted by various standards. OFDM is much similar to traditional Define no. of data sets. Define SNR value Generate Signal Perform serial to parallel conversion and modulation Apply FFT operation on the signal Now, perform IFFT operation on the signal Add the cyclic prefix to the signal. A P-N sequence code is generated by the PN sequence generator. Parallel to serial conversion of the signal Finally transmit the signal. Channel effect along with noise Apply FFT on the parallel data along with equalization Demodulation of signal and remove cyclic prefix Calculate BER Apply IFFT on the signal
  • 4. Performance Analysis of SCFDMA with PN Sequence using different modulation techniques 59 www.erpublication.org frequency-division multiplexing (FDM) in many ways. They can only be differentiated on the basis of modulation and demodulation methods. The main function is to minimize the interference or crosstalk among the channels and symbols consisting of data streams. Less significance is placed on perfecting the channels. Still some of the problems exist, like High peak to average power ratio having amplitude variations which resembles noise like appearance. Also OFDM has low RF amplifier efficiency. The basic reason is that it accommodates the large amplitude variations. These factors leads amplifier to operate with a low efficiency level and its sensitivity to carrier offset and drift also increases. Single carrier systems are less sensitive as compared OFDM. VI. PROPOSED SYSTEM The traditional OFDM technique suffers from various problems such as frequency synchronization. It is highly sensitive to Doppler shift. Also it has high peak to average power ratio (PAPR), requiring linear transmitter circuitry, which leads to low power efficiency. Further, there is loss of efficiency caused by cyclic/guard interval. To overcome these limitations, it was advised to use various coding algorithms like PN sequence codes which improves efficiency or other multiple access technique. By introducing the PN sequence code with the OFDM system the modified part gives much better results than the traditional OFDM. Along with this the equalizer like MMSE, zero forcing etc. can also be used. The PN sequences helped reducing the BER and also promised reliable transmission. The equalizer are used for the minimizing the error in the signal that is obtained at the output. By using the equalizer and the PN sequence the results obtained are more efficient than the traditional method. Objectives:  To replace the traditional OFDM technique in reduction of BER  To Introduce the encoding approach in proposed communication system to enhance the performance of the system  To introduce the PN sequence and equalizer to improve the performance of the OFDM system.  Calculation of performance parameters of proposed work and analysis  Design and develop the work in the software name MATLAB VII. SIMULATION AND RESULTS To implement SCFDMA, we used information stream of 4096 bits having block size of 512 bits. The cyclic prefix of length 52 for each subcarrier is used. The n-point FFT and IFFT is used at the transmitter and receiver where n denotes the size of block. The PN sequence generator generates 8-bit random sequence. The signal is processed using generated PN sequence and different modulation techniques such as BPSK, QPSK and QAM-16. The modulated 4512 bit data stream is transmitted serially to implement SCFDMA. The value of m-factor for nakagami-m channel is 0.5 and omega equal to 2 is used. For simulation, 16 randomly selected values are picked and shown on the graph. Figure 4 Figure 5 Figure 6 Figure 4, 5, 6 shows the graph which represents the Power Spectral Density Ratio of BPSK, QPSK and QAM-16. Figure 7 Figure 8 Figure 9 Figure 10 Figure 7, 8, 9, 10 represent the graph of BER i.e. Bit Error Rate of STBC-TFT-OFDM, BER of SC-FDMA with BPSK,QPSK and QAM modulation techniques respectively. Figure 11 Figure 12 Figure 11 shows the graph which compares the PSNR of SC-FDMA signal w.r.t various modulation techniques like QAM, QPSK, and BPSK. The graph shows that the PSNR
  • 5. International Journal of Engineering and Technical Research (IJETR) ISSN: 2321-0869 (O) 2454-4698 (P), Volume-5, Issue-4, August 2016 60 www.erpublication.org value of SCFDMA (QAM) is efficient as compare to other modulation techniques. Figure 12 shows the comparison of BER of traditional OFDM with proposed SCFDMA system. Graph shows that the proposed system provides better BER results as compared to the existing system. Further, QAM qualifies as the best modulation technique among others. VIII. CONCLUSION AND FUTURE SCOPE From results it is concluded that proposed method is best and efficient than the traditional method. There are a large number of techniques available in order to apply modulation on SC-FDMA signals. It is observed that the QAM 16 is the best approach to reduce the BER of the signal as compare to other modulation techniques. As a future scope further enhancement can be done in this method by using trending technique for transmission of signal. Along with the SCFDMA technique, there can also be other techniques that can be used to produce quality retain signal at the receiving end. Furthermore, techniques can be developed that may simple in manipulation than the proposed technique. ACKNOWLEDGMENT I would like to thank Mr. Sarbjeet Singh, who had been guiding throughout to complete the work successfully on “Performance Analysis of SCFDMA with PN Sequence using different modulation techniques". REFERENCES [1] Cristina Ciochina and Hikmet Sari, “A Review of OFDMA and Single-Carrier FDMA and Some Recent Results”, Advances in Electronics and Telecommunication, Vol. 1, No. 1, April,2010, pp. 35-40. [2] Manjushree Bhardwaj, Arun Gangwar, and Devendra Soni, “A Review on OFDM: Concept, Scope & its Applications”, IOSR Journal of Mechanical and Civil Engineering(IOSRJMCE), Vol. 1, Issue 1, May-June 2012, pp. 7-11 [3] K.Vidhya, K.R.Shankarkumar, “BER Performance of MIMO-OFDM System using STTC”, International Journal of Scientific and Research Publications, Vol 3, Issue 2, Feb 2013. [4] Sumit Kumar Gupta, Ankur Shukla, Anand Singh, “Performance of OFDMA Based System on Varying Channel Length for Different Modulation Technique”, International Journal of Advanced Research in Computer Science and Software Engineering, Vol 2, Issue 11, Nov 2012, pp. 238-243. [5] Pravin J Chaudhari, Krishna Kant Nayak and Manish Saxena, “BER Performance in MIMO OFDM System for Rayleigh Fading Channel”, International Journal of Electrical, Electronics and Computer Engineering 2(2), Dec 2013, pp. 155-159. [6] Mohammed Melood, Mahamod Ismail, RosdiadeeNordin “PAPR Performance Comparison between Localized and Distributed-Based SC-FDMA Techniques”, Association of Computer Electronics and Electrical Engineers, 2013, pp. 24-32. [7] Shruti Trivedi, Mohd. Sarwar Raeen, Shalendra Singh pawar, “BER Analysis of MIMO-OFDM System using BPSK Modulation Scheme”, International Journal of Advanced Computer Research, Vol 2, No. 3, Issue 5, Sep 2012, pp. 208-214. [8] Nisha Achra, Garima Mathur, Prof. R.P. Yadav, “Performance Analysis of MIMO OFDM System for Different Modulation Schemes under Various Fading Channels”, International Journal of Advanced Research in Computer and Communication Engineering, Vol. 2, Issue 5, 2098-2103, May 2013. [9] Dr. Amandeep Singh Sappal, aand Parneet Kaur, “BER Performance Of OFDM System With 16-QAM And Varying Length Of Guard Interval”, International Journal of Electronics and Electrical Engineering, Vol. 2, Issue 3, March 2012. [10] Gunjan Manik, Alka Kalra, Sanjeev Kalra, “Performance Analysis of STBC-OFDM System under Multipath Fading Channel”, International Journal of soft Computing and Engineering, Vol. 1, Issue 6, January 2012, pp. 87-90. [11] Mukesh Tiwari, Jaikaran Singh, sanjay Rathod, Maulik P. Modi, “Effect of Channel Fading (Rayleigh) in OFDM-STBC Technique”, International Journal of Advanced Research in Computer Science and Software Engineering, Vol. 2, Issue 8, August 2012, pp. 356-361. [12] Muhammad Mokhlesur Rahman, Shalima Binta Manir, “Performance Analysis of Sc-FDMA and OFDMA in LTE Frame Structure”, International Journal of Computer Application, Vol. 45, Issue 23, May 2012, pp. 31-38. [13] Jyoti R. Gangane, Mari Carmen Aguayo-Torres, Juan J. Sanchez Sanchez, “Maximal Ratio Combining SC-FDMA Performance over Correlated Ricean Channels”, International Conference on Wireless and Mobile Communication, Vol. 2, No. 11, November 2012, pp. 428-432. Mandeep Bhardwaj Bachelor of Engineering in Electronics and Communication, M.Tech Scholar at Sri Sukhmani Institute of Engineering and Technology, Derabassi, Punjab, India. Sarbjeet Singh Masters of Technology in Electronics and Communication, Assistant Professor, Sri Sukhmani Institute of Engineering and Technology, Derabassi, Punjab, India.